Latest Aug 14, 2026 AI-901 Brain Dump A Study Guide with Tips & Tricks for passing Exam [Q25-Q41]

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Latest Aug 14, 2026 AI-901 Brain Dump: A Study Guide with Tips & Tricks for passing Exam

AI-901 Question Bank: Free PDF Download Recently Updated Questions

Microsoft AI-901 Exam Syllabus Topics:

Topic Details
Topic 1
  • Implement AI solutions by using Microsoft Foundry: This domain is hands-on and focuses on building and deploying AI solutions using the Microsoft Foundry platform and its associated tools. It spans generative AI apps, text and speech processing, computer vision, and document intelligence all implemented through the Foundry portal and SDK.
Topic 2
  • Identify AI concepts and capabilities: This domain covers the foundational knowledge of AI from ethical principles and responsible design to understanding how AI models work and what kinds of tasks they can perform. It also explores the full range of AI workloads including generative AI, computer vision, speech, and information extraction.

 

NO.25 Select the answer that correctly complete the sentence.

NO.26 Hotspot Question
Select the answer that correctly completes the sentence.

NO.27 What should you use to identify similar faces in a set of images?

 
 
 
 

NO.28 Select the answer that correctly completes the sentence.

NO.29 Hotspot Question
You are developing an application that analyze invoices by using Azure Content Understanding in Foundry Tools.
You need to ensure that the application retrieves the analysis results after processing completes.
How should you complete the Python code? To answer, select the appropriate option in the answer area.
NOTE: Each correct selection is worth one point.

NO.30 Drag and Drop Question
You are developing an application that extracts structured information from different types of content by using Azure Content Understanding in Foundry Tools.
You need to extract scanned invoices in the PDF format and voicemail recordings in the WAV format.
Which type of analyzer should you use for each content type? To answer, drag the appropriate analyzer types to the correct content types. Each analyzer type may be used once, more than once, or not at all. You may need to drag the split bar between panes or scroll to view content.
NOTE: Each correct selection is worth one point.

NO.31 You have a dataset that contains experimental data for fuel samples.
You need to predict the amount of energy in kilojoules that can be obtained from a sample based on its measured density.
Which type of AI workload should you use?

 
 
 
 

NO.32 You have a Microsoft Foundry project that contains a vision-enabled model deployment.
You use the Azure OpenAI Responses API to send a prompt to the model.
You need to provide an image for analysis.
Which content item should you include in the request?

 
 
 
 

NO.33 You are developing an AI-powered customer support application. Which task is an example of the Microsoft responsible AI principle of inclusiveness?

 
 
 
 

NO.34 You are developing an application that processes voicemail recordings by using Azure Content Understanding in Foundry Tools. Which feature does Azure Content Understanding use to convert audio to text?

 
 
 
 

NO.35 You plan to create an AI application by using Azure AI Foundry. The solution will be deployed to dedicated virtual machines. Which deployment option should you use?

 
 
 
 

NO.36 Your company processes customer support emails.
You need to implement an AI solution that automatically identifies mentions of people, organizations, and locations in the emails.
Which text analysis technique should you use?

 
 
 
 

NO.37 Hotspot Question
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.

NO.38 You are explaining generative AI workflows to a colleague. What is the first step of a generative AI workflow?

 
 
 
 

NO.39 Select the answer that correctly completes the sentence.

NO.40 You need to create an AI agent in Microsoft Foundry that follows a specific role and behavior when responding to users. What should you configure?

 
 
 
 

NO.41 You are building a knowledge base by using Azure AI Language service’s custom answering feature. Which file format can you use to populate the knowledge base?

 
 
 
 

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Related Links: telegra.ph myportal.utt.edu.tt myportal.utt.edu.tt myportal.utt.edu.tt www.competize.com www.slideshare.net

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